In this paper we present an approach to the detection and extraction of text in road sign panels. Text strings, indicators and signs extraction is efficiently performed so OCR algorithms can recognize different characters that may be present on the traffic plane. In a first step, basic color segmentation and shape classification is done for the purpose of detecting possible rectangular planes. ...

Lane Detection plays an important role in Intelligent Transportation system and Advanced Driver Assistance Systems. Lane detection is an important aspect of autonomous vehicles. It is also a preventive measure for road accidents. Hough Transform technique uses the edge map obtained from segmentation to detect the lane marks. The threshold value used to segment the image can either be static or ...

This paper presents a multi-resolution approach for automatic extraction of roads from digital aerial imagery. Roads are modeled as a network of intersections and links between the intersections. For different context regions, i.e., rural, forest, and urban areas, the model describes relations between background objects, e.g., buildings or trees, and road objects, e.g., road-parts, road-segment...

Road segmentation in challenging domains, such as night, snow or rain, is a difficult task. Most current approaches boost performance using fine-tuning, domain adaptation, style transfer, by referencing previously acquired imagery. These share one more of three significant limitations: reliance on large amounts annotated training data that can be costly to obtain, both anticipation and from the...

<span lang="EN-US">Intelligent transportation system (ITS) is currently one of the most discussed topics in scientific research. Actually, ITS offers advanced monitoring systems that include vehicle counting, pedestrian detection. Lately, convolutional neural networks (CNNs) are extensively used computer vision tasks, including segmentation, classification, and In fact, image semantic seg...

TONG Biao Nowdays, extracting road network from high-resolution RS imagery has became a hotspot. However, the high price of remote sensing images, especially restricts this application in many fields. Google Earth (GE) is a popular free software for browsing satellite images on the Web[2], which provides a considerable number of highresolution satellite images. This article describes the method...